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Hyperspectral sensing of heavy metals in soil and vegetation: Feasibility and challenges
F Wang, J Gao, Y Zha - ISPRS journal of photogrammetry and remote …, 2018 - Elsevier
Remote sensing of heavy metal contamination of soils has been widely studied. These
studies concentrate heavily on the hyperspectral reflectance of typical metals in soils and in …
studies concentrate heavily on the hyperspectral reflectance of typical metals in soils and in …
Application of visible/near-infrared spectroscopy and hyperspectral imaging with machine learning for high-throughput plant heavy metal stress phenoty**: A review
Y Zhai, L Zhou, H Qi, P Gao, C Zhang - Plant Phenomics, 2023 - spj.science.org
Heavy metal pollution is becoming a prominent stress on plants. Plants contaminated with
heavy metals undergo changes in external morphology and internal structure, and heavy …
heavy metals undergo changes in external morphology and internal structure, and heavy …
[HTML][HTML] Estimating low concentration heavy metals in water through hyperspectral analysis and genetic algorithm-partial least squares regression
Y Lin, J Gao, Y Tu, Y Zhang, J Gao - Science of the Total Environment, 2024 - Elsevier
Hyperspectral spectrum enables assessment of heavy metal content, but research on low
concentration in water is limited. This study employed in situ hyperspectral data from Dalian …
concentration in water is limited. This study employed in situ hyperspectral data from Dalian …
Mineral prospecting from biogeochemical and geological information using hyperspectral remote sensing-Feasibility and challenges
Biogeochemistry is an effective and fast approach for orientation studies in mineral
exploration. Vegetative cover has been used in a range of geological environments to gain …
exploration. Vegetative cover has been used in a range of geological environments to gain …
Monitoring effects of heavy metal stress on biochemical and spectral parameters of cotton using hyperspectral reflectance
Monitoring heavy metal pollution in agricultural ecosystems is crucial to ensure
environmental safety. Heavy metals interfere with plants' biochemical characteristics, such …
environmental safety. Heavy metals interfere with plants' biochemical characteristics, such …
A new narrow band vegetation index for characterizing the degree of vegetation stress due to copper: the copper stress vegetation index (CSVI)
C Zhang, H Ren, Q Qin, OK Ersoy - Remote Sensing Letters, 2017 - Taylor & Francis
This study proposed a new narrow band index to characterize the Cu (Copper) stress
degree on vegetation (Copper Stress Vegetation Index, CSVI). Firstly, the spectral …
degree on vegetation (Copper Stress Vegetation Index, CSVI). Firstly, the spectral …
Geochemistry of Terrestrial Plants in the Central African Copperbelt: Implications for Sediment Hosted Copper-Cobalt Exploration
Mineral exploration has increasingly targeted areas covered by in situ or transported
overburden for shallow to deep-seated orebodies. It remains critical to develop better means …
overburden for shallow to deep-seated orebodies. It remains critical to develop better means …
Multi-omics responses of barley seedlings to low and high linear energy transfer irradiation
Barley is a resilient crop with high nutritional value and adaptability, making it a promising
candidate for phytoremediation and space agriculture. The study presents a comprehensive …
candidate for phytoremediation and space agriculture. The study presents a comprehensive …
Optical imaging spectroscopy coupled with machine learning for detecting heavy metal of plants: A review
J Li, J Ren, R Cui, K Yu, Y Zhao - Frontiers in Plant Science, 2022 - frontiersin.org
Heavy metal elements, which inhibit plant development by destroying cell structure and
wilting leaves, are easily absorbed by plants and eventually threaten human health via the …
wilting leaves, are easily absorbed by plants and eventually threaten human health via the …
Monosilicic acid potential in phytoremediation of the contaminated areas
X Ji, S Liu, J Huang, E Bocharnikova, V Matichenkov - Chemosphere, 2016 - Elsevier
The contamination of agricultural areas by heavy metals has a negative influence on food
quality and human health. Various remediation techniques have been developed for the …
quality and human health. Various remediation techniques have been developed for the …